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ОБЩЕСТВО С ОГРАНИЧЕННОЙ ОТВЕТСТВЕННОСТЬЮ "ЦЕНТР НАЦИОНАЛЬНЫХ ИНТЕЛЛЕКТУАЛЬНЫХ СИСТЕМ" ИНН: 9704271170
описание
The Digital&IPA team at PwC Poland consists of almost 500 people and delivers IT projects for Polish and international clients. It provides IT consulting services, mainly for financial sector institutions in Poland and abroad.
задачи
Design and implement modern applications
Participate in creating high-performance solution architectures
Create project documentation
Participate in software deployments and collaborate with users to resolve ongoing issues
требования
Advanced Python programming and SDLC experience
Familiarity with AWS, Azure, or GCP cloud platforms
Strong foundation in statistics, linear algebra, and calculus
Skills in ETL, data pipelines, modeling, and working with SQL/NoSQL databases
Proficiency in scikit-learn, PyTorch, TensorFlow, and Hugging Face
Experience in NLP/NLU, including text processing, embeddings, NER, and semantic analysis
Hands-on experience with neural networks for NLP, computer vision, and other applications
Deep understanding of LLMs, including transformers, embeddings, tokenization, and API integrations
Proficiency in prompt engineering and orchestration tools such as LangChain, LangGraph, Semantic Kernel, and Crew AI
Experience with vector databases such as Pinecone, Weaviate, FAISS, and Milvus in Gen AI solutions
Strong Python software engineering skills, including coding standards and best practices
Experience in code reviews, debugging, testing, and version control
Familiarity with CI/CD pipelines and automation tools such as GitHub, Azure DevOps, Docker, and Kubernetes
Experience containerizing AI solutions and deploying them across enterprise environments
Skills in integrating logging, monitoring, and alerting systems
Будет плюсом: systems thinking and first-principles problem-solving, designing scalable, resilient, and secure end-to-end systems, API design, event-driven architectures, microservices, serverless, containers, enterprise integration patterns, IAM, RBAC, secrets management, and network security
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